AI Foundation

State of Stick uses AI as a governed service layer around its connected-product platform. AI can help people research, organize, draft, summarize, and interpret information, but it does not become the authority for pricing, permissions, verification, contracts, or publishing.

Three quality lanes

Lane	Primary role	Typical work
Economy	High-volume assistance through Cloudflare Workers AI	Classification, extraction, rewriting, routine summaries, and basic campaign content
Premium	Selected OpenAI models accessed through Cloudflare AI Gateway	Demanding reasoning, polished deliverables, complex campaign planning, and high-value enterprise workflows
Founder development	Codex used separately for repository development	Building, testing, reviewing, and maintaining the platform

This separation keeps development expense distinct from customer inference and lets each product workflow use the least expensive model that can meet its reviewed quality requirement.

approved business task
        ↓
policy and sensitivity checks
        ↓
registered quality lane
        ↓
validated structured result
        ↓
human review or deterministic workflow

Cloudflare as the operating layer

Cloudflare provides the application runtime and policy boundary around AI work. Depending on the task, that can include Workers, Workers AI, AI Gateway, and State of Stick’s existing access and data controls.

Application features request a registered business task. They do not select an arbitrary provider, model, sensitivity level, customer scope, or spending limit.

What remains deterministic

AI does not decide:

• prices, discounts, margins, refunds, or payment truth;
• customer qualification, eligibility, or service-area rules;
• authentication or verification requirements;
• user permissions or customer access;
• contractual, legal, regulatory, or production commitments;
• whether customer-facing content is approved for publication.

Those decisions remain in application rules and authorized human workflows.

Availability varies

The foundation supports multiple internal and customer-facing use cases, but a specific AI feature is available only when it is enabled, authorized, and included in the applicable product or project scope.

See Responsible AI for the grounding and review model, and The State of Stick System for AI’s place within the broader intelligence and operations planes.